Model Parallelism

How Hugging Face Accelerate Runs Very Large Models

Hugging Face's technical guide to running very large models using Accelerate — covers device_map, model parallelism across GPUs, CPU offloading, and the mechanics of loading models that don't fit in a single GPU's VRAM. Essential reading for anyone self-hosting large LLMs.